Lijuan Wang

EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

TextAtlas5M: A Large-Scale Dataset for Long and Structured Text Image Generation

InfoAgent: Advancing Autonomous Information‑Seeking Agents

V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models

Where do Reasoning Models Make a Difference? Follow the Reasoning Leader for Efficient Decoding

MV-Diffus3R: Refining Multi-View Diffusions for Geometric Coherence 3D Reconstruction

Shanks: Simultaneous Hearing and Thinking for Spoken Language Models

Computer-Use Agents as Judges for Automatic GUI Design

The Agent's Marathon: Probing the Limits of Endurance in Long-Horizon Tasks

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark

MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models

SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation

VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

GenXD: Generating Any 3D and 4D Scenes

CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos